Update README.md

README.md

@@ -59,6 +59,7 @@ ds = load_dataset("SultanR/AraMix", "consensus")
 
 ## Citation
 
+```bib
 @misc{alrashed2025aramixrecyclingrefilteringdeduplicating,
       title={AraMix: Recycling, Refiltering, and Deduplicating to Deliver the Largest Arabic Pretraining Corpus}, 
       author={Sultan Alrashed and Francesco Orabona},
@@ -68,6 +69,7 @@ ds = load_dataset("SultanR/AraMix", "consensus")
       primaryClass={cs.CL},
       url={https://arxiv.org/abs/2512.18834}, 
 }
+```
 
 ## License